|
CLIENTNUM |
Customer_Age |
Dependent_count |
Months_on_book |
Total_Relationship_Count |
Months_Inactive_12_mon |
Contacts_Count_12_mon |
Credit_Limit |
Total_Revolving_Bal |
Avg_Open_To_Buy |
Total_Amt_Chng_Q4_Q1 |
Total_Trans_Amt |
Total_Trans_Ct |
Total_Ct_Chng_Q4_Q1 |
Avg_Utilization_Ratio |
Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_1 |
Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_2 |
| count |
1.01e+04 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
10127.00 |
1.01e+04 |
1.01e+04 |
| mean |
7.39e+08 |
46.33 |
2.35 |
35.93 |
3.81 |
2.34 |
2.46 |
8631.95 |
1162.81 |
7469.14 |
0.76 |
4404.09 |
64.86 |
0.71 |
0.27 |
1.60e-01 |
8.40e-01 |
| std |
3.69e+07 |
8.02 |
1.30 |
7.99 |
1.55 |
1.01 |
1.11 |
9088.78 |
814.99 |
9090.69 |
0.22 |
3397.13 |
23.47 |
0.24 |
0.28 |
3.65e-01 |
3.65e-01 |
| min |
7.08e+08 |
26.00 |
0.00 |
13.00 |
1.00 |
0.00 |
0.00 |
1438.30 |
0.00 |
3.00 |
0.00 |
510.00 |
10.00 |
0.00 |
0.00 |
7.66e-06 |
4.20e-04 |
| 25% |
7.13e+08 |
41.00 |
1.00 |
31.00 |
3.00 |
2.00 |
2.00 |
2555.00 |
359.00 |
1324.50 |
0.63 |
2155.50 |
45.00 |
0.58 |
0.02 |
9.90e-05 |
1.00e+00 |
| 50% |
7.18e+08 |
46.00 |
2.00 |
36.00 |
4.00 |
2.00 |
2.00 |
4549.00 |
1276.00 |
3474.00 |
0.74 |
3899.00 |
67.00 |
0.70 |
0.18 |
1.81e-04 |
1.00e+00 |
| 75% |
7.73e+08 |
52.00 |
3.00 |
40.00 |
5.00 |
3.00 |
3.00 |
11067.50 |
1784.00 |
9859.00 |
0.86 |
4741.00 |
81.00 |
0.82 |
0.50 |
3.37e-04 |
1.00e+00 |
| max |
8.28e+08 |
73.00 |
5.00 |
56.00 |
6.00 |
6.00 |
6.00 |
34516.00 |
2517.00 |
34516.00 |
3.40 |
18484.00 |
139.00 |
3.71 |
1.00 |
1.00e+00 |
1.00e+00 |